PolyGP: A Polymorphic Genetic Programming System in Haskell

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{yu:1998:PolyGP,
  author =       "Tina Yu and Chris Clack",
  title =        "PolyGP: A Polymorphic Genetic Programming System in
                 Haskell",
  booktitle =    "Genetic Programming 1998: Proceedings of the Third
                 Annual Conference",
  year =         "1998",
  editor =       "John R. Koza and Wolfgang Banzhaf and 
                 Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and 
                 David B. Fogel and Max H. Garzon and 
                 David E. Goldberg and Hitoshi Iba and Rick Riolo",
  pages =        "416--421",
  address =      "University of Wisconsin, Madison, Wisconsin, USA",
  publisher_address = "San Francisco, CA, USA",
  month =        "22-25 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-548-7",
  URL =          "http://www.cs.mun.ca/~tinayu/index_files/addr/public_html/pgp.new.pdf",
  size =         "6 pages",
  abstract =     "In general, the machine learning process can be
                 accelerated through the use of additional knowledge
                 about the problem solution. For example, monomorphic
                 typed Genetic Programming (GP) uses type information to
                 reduce the search space and improve performance.
                 Unfortunately, monomorphic typed GP also loses the
                 generality of untyped GP: the generated programs are
                 only suitable for inputs with the specified type.
                 Polymorphic typed GP improves over monomorphic and
                 untyped GP by allowing the type information to be
                 expressed in a more generic manner, and yet still
                 imposes constraints on the search space. This paper
                 describes a polymorphic GP system which can generate
                 polymorphic programs: programs which take inputs of
                 more than one type and produce outputs of more than one
                 type.",
  notes =        "GP-98 slides
                 http://www.cs.mun.ca/~tinayu/index_files/addr/public_html/poly.slide.pdf
                 broken Aug 2016",
}

Genetic Programming entries for Tina Yu Christopher D Clack

Citations